DocumentCode :
2470295
Title :
Accuracy and repeatability of parameter estimation methods from ambulatory data for the wrist joint
Author :
Esmaeili, Mohammad ; Moussouni, Sarah ; Widjaja, Ferdinan ; Gamage, Kumudu ; Campolo, Domenico
Author_Institution :
Sch. of Mech. & Aerosp. Eng., Nanyang Technol. Univ., Singapore, Singapore
fYear :
2011
fDate :
Aug. 30 2011-Sept. 3 2011
Firstpage :
1292
Lastpage :
1296
Abstract :
In this paper, as a preliminary study, we show that accuracy and repeatability in ambulatory measurements of wrist joint are related to movement conditions which are going to be used in a calibration procedure. We chose two representative in-vivo, non-invasive calibration methods of the human upper limb, from those available in literature, to estimate joint parameters. Developing an analytical model of wrist joint we used sets of synthetic data each of which containing different number of samples, joint covariations and noise to estimate the repeatability and accuracy of the methods in estimation. Afterwards, we used our mechanical mock-up to examine single joint motions as well as the rotation of both joints (i.e. flexion-extension rotation and radial-ulnar deviation) on accuracy and repeatability by calculating the mean and standard deviation of the relative errors. Finally, we show that the accuracy of adapted method (its relative error was less than 7%) is better than the other method in estimating the joint parameters.
Keywords :
biomechanics; biomedical measurement; bone; calibration; motion measurement; parameter estimation; calibration procedure; flexion-extension rotation; human upper limb; in vivo noninvasive calibration methods; joint parameter estimation; joint rotation; movement conditions; parameter estimation accuracy; parameter estimation methods; parameter estimation repeatability; radial-ulnar deviation; single joint motion; wrist joint ambulatory data; Accuracy; Humans; Iron; Joints; Sensors; Vectors; Wrist; Actigraphy; Algorithms; Arthrometry, Articular; Diagnosis, Computer-Assisted; Humans; Monitoring, Ambulatory; Range of Motion, Articular; Reproducibility of Results; Sensitivity and Specificity; Wrist Joint;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
Conference_Location :
Boston, MA
ISSN :
1557-170X
Print_ISBN :
978-1-4244-4121-1
Electronic_ISBN :
1557-170X
Type :
conf
DOI :
10.1109/IEMBS.2011.6090304
Filename :
6090304
Link To Document :
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